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🦞 lobstr

Score any startup idea in 60 seconds. No API keys. No setup.

What this skill does

When a user says /lobstr "idea", you run a full startup idea scan:

  1. Competitor search — finds real competitors via live web search
  2. LOBSTR score — scores the idea across 6 dimensions (0–100 each)
  3. GRID investor signal — checks how many EU VCs are active in this space

You get back a formatted score card to show the user. By default, output is private — nothing is published anywhere.

When to use this

Use lobstr whenever a user:

  • Asks you to evaluate, validate, or score a startup idea
  • Wants to know if a business concept is worth pursuing
  • Needs a competitive landscape analysis for a new product
  • Asks "should I build this?"

How to run

# Default: private score card
python3 scripts/lobstr.py "the startup idea goes here"

# Publish to runlobstr.com and get a share URL
python3 scripts/lobstr.py "the idea" --public

# Also post to m/lobstrscore on Moltbook
python3 scripts/lobstr.py "the idea" --public --moltbook

# Raw JSON output (for agent-to-agent piping)
python3 scripts/lobstr.py "the idea" --json

No API keys are needed — the skill calls the hosted scoring API at runlobstr.com automatically.

Flags

Flag Effect
(none) Private output — score card to stdout only
--public Publish to runlobstr.com and show share URL
--moltbook Post to m/lobstrscore on Moltbook
--json Output raw JSON instead of formatted card

What comes back

🦞 LOBSTR SCAN
"AI-powered legal contracts for SMEs"

LOBSTR SCORE  45/100  [====------]

L  Landscape   🔴  15/100  Saturated with well-funded players.
O  Opportunity 🟢  75/100  Large market, every SME needs contracts.
B  Biz model   🟡  60/100  SaaS model is solid, defensibility questionable.
S  Sharpness   🔴  20/100  Undifferentiated. AI is table stakes.
T  Timing      🟢  85/100  Perfect timing. Legal tech is hot.
R  Reach       🟢  70/100  Good reach via online channels.

VERDICT
Tough market, undifferentiated product. Needs a radical rethink.

🚫 NOT YET.

LOBSTR dimensions

Dimension What it measures
L Landscape How crowded is the competitive space?
O Opportunity Is there a real, large market?
B Business model Is monetization clear and defensible?
S Sharpness How differentiated vs alternatives?
T Timing Is the market timing right?
R Reach How easily can this scale?

Score ranges: 🟢 ≥ 70, 🟡 50–69, 🔴 < 50. Overall score is weighted (S and B count more).

API keys (optional — for power users only)

The default mode uses the free hosted API (5 scans/day, no keys needed).

For unlimited scans, the user can set both:

export ANTHROPIC_API_KEY=<key>
export EXA_API_KEY=<key>

This activates BYOK mode — the skill runs the full pipeline locally instead of calling runlobstr.com.

Install

ClawHub: https://clawhub.ai/rednix/lobstr

Links

License

MIT

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